├── Assignments ├── Advance_Track │ └── XAI_Assignment.ipynb └── Beginner_Track │ └── Assignment_3_Notebook_Submission.ipynb ├── Data_Preparation_101 ├── .ipynb_checkpoints │ └── Data_Preparation_101-checkpoint.ipynb ├── Data Preparation_PPT.pdf └── Data_Preparation_101.ipynb ├── Dealing_With_Object_Type_DateTime_Data.ipynb ├── End_to_End_Model_Building ├── End-to-End_Model_Building_Session.pdf └── Patient_Data.ipynb ├── Explainable_A.I_Essentials ├── Explainable AI.pdf ├── Model_Interpretation_LIME.ipynb └── Model_Interpretation_SHAP.ipynb ├── Handling_Unknown_Categories.ipynb ├── Hyperparameter_Tuning_and_Model_Evaluation ├── Hyperparameter_Tuning_and_Model_Evaluation.ipynb └── Speaker Slides_ Evaluating Model Performance & Hyperparameter Tuning - DPhi.pdf ├── ML_Problem_Solving ├── .DS_Store ├── .ipynb_checkpoints │ └── A-Complete-ML-Pipeline-Tutorial-checkpoint.ipynb ├── A-Complete-ML-Pipeline-Tutorial.ipynb ├── Data │ └── diabetes.csv ├── diabetes.csv ├── kfolds.png ├── ml-engineering.jpg └── stacking.PNG ├── Python_Fundamentals_for_Data_Science.ipynb ├── README.md ├── SHAP.ipynb └── Supervised_Learning_Walkthrough ├── Supervised_Learning.ppt └── Supervised_Machine_Learning_Walkthrough.ipynb /Assignments/Advance_Track/XAI_Assignment.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aiplanethub/Machine_Learning_Bootcamp/HEAD/Assignments/Advance_Track/XAI_Assignment.ipynb -------------------------------------------------------------------------------- /Assignments/Beginner_Track/Assignment_3_Notebook_Submission.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aiplanethub/Machine_Learning_Bootcamp/HEAD/Assignments/Beginner_Track/Assignment_3_Notebook_Submission.ipynb -------------------------------------------------------------------------------- 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